Find the ERM density

Suppose that $\displaystyle X_1,X_2,...,X_n $ are i.i.d. to $\displaystyle N( \mu , \sigma ^2 ) $ with both parameters unknown, we wish to estimate the density function of X with a family of densities as learners and the negative log loss function $\displaystyle L(f) = - \log (f) $